This is an open access article published under an ACS AuthorChoice License, which permits copying and redistribution of the article or any adaptations for non-commercial purposes. http://pubs.acs.org/journal/acsodf Article Simulation Study for the Degradation of Some Insecticides during Different Black Table Olive Processes Aysegul Yildirim Kumral,* Nabi Alper Kumral, Aysenur Kolcu, Busra Maden, and Buse Artik Cite This: ACS Omega 2020, 5, 14164−14172 Read Online ACCESS Metrics & More Article Recommendations ABSTRACT: The aim of this study was to determine the effects of different olive processing methods on deltamethrin (DEL), dimethoate (DIM), and imidacloprid (IMI), the most commonly preferred synthetic insecticides for controlling olive pests such as the olive fruit fly. The hypothesis is that the fermentation could accelerate the degradation process of the insecticides. For this purpose, olives were left for fermentation (natural black olives) without and with starter addition (two Lactobacillus plantarum strains 112 and 123) and processed as dehydrated black olives. To monitor the degradation rate of insecticides, olives were first polluted with the insecticides and then the residues were detected periodically during the processes. The insecticide degradation rates were found to be significantly higher in natural black olives and natural black olives inoculated with both starters compared with those of crude olives and dehydrated black olives. At the end of fermentation (after 60 d), 53−61% of deltamethrin, 66−68% of dimethoate, and 42−50% of imidacloprid were removed in natural black olives and natural black olives inoculated with both starters. In dehydrated olives, the degradation of deltamethrin, dimethoate, and imidacloprid was lower with rates of 9.7, 40, and 13.4%, respectively. The current study demonstrated that natural and starter-added natural black olive processing accelerated the degradation of deltamethrin, dimethoate, and imidacloprid. 1. INTRODUCTION DEL is oral LD50 of 114−168 mg/kg for rats. A NEO Pesticides are one of the major inputs used for increasing the substance, IMI was first used in 1991 as a systemic yield of agricultural commodities. Nevertheless, the presence of acetylcholine receptor agonist insecticide with contact and pesticide residues on processed food products is a crucial stomach action. The compound is moderately toxic, having an problem causing safety and health problems.1 Table olives have acute oral LD50 of 131 mg/kg for rats and causing side effects 7 great economic importance especially for the Mediterranean on the reproduction and development in humans. The half- countries and other olive-producing areas because of high lives of DIM, DEL, and IMI are 7.2−15.5, 11−19, and 174− production and consumption rates. The intensive use of 191 days, respectively, depending on the hydrolysis activities insecticides for the main pests of olive trees leads to increased and metabolism.8−10 residues on olive fruits.2 Although alternative control methods Pesticides can be degraded by photolysis, hydrolysis, have been implemented in many countries, unfortunately the oxidation and reduction, and metabolism (plants, animals, or broad-spectrum synthetic insecticides, organophosphorus microorganisms) and affected by temperature and pH. (OPs), synthetic pyrethroids (SPs), and neonicotinoids Different food processing and preservation techniques, (NEOs) are still the most commonly preferred insecticides postharvest treatments, and cold storage have also been for the control of the pests.3−5 However, improper use of these found to be effective. Techniques based on concentration compounds can cause residue problems on agricultural (drying/dehydration and concentration) increased the pesti- products if the necessary precautions are not taken. cide residue levels in the end products, whereas milling, baking, Deltamethrin (DEL), dimethoate (DIM), and imidacloprid winemaking, malting, and brewing lowered their levels in these. (IMI) are the most common substances used during olive 6 Refining, fermentation, and curing have been reported to affectgrowing. Although numerous OP substances have been the pesticide level in foods to a varied extent.11 restricted in European Union countries, the use of DIM is still permitted in large parts of the world.4,5 DIM has been registered since 1951 as a systemic acaricide and insecticide Received: April 25, 2020 with contact and stomach action. The compound is moderately Accepted: May 19, 2020 toxic with an acute oral LD50 of 245 mg/kg for rats and a Published: June 1, 2020 relative risk as a cholinesterase inhibitor in humans. A SP compound, DEL has been widely used since the 1980s on various crops and human-disease vectors. The acute toxicity of © 2020 American Chemical Society https://dx.doi.org/10.1021/acsomega.0c01907 14164 ACS Omega 2020, 5, 14164−14172 Downloaded via BURSA ULUDAG UNIV on January 2, 2023 at 05:30:25 (UTC). See https://pubs.acs.org/sharingguidelines for options on how to legitimately share published articles. ACS Omega http://pubs.acs.org/journal/acsodf Article Fermentation is a microbiological process in which enzymes transform carbohydrates, typically starch or sugar, into simpler components such as alcohols, acids, and gases and most of the proteins to amino acids and low-molecular-weight peptides. The most common groups of microorganisms involved in the fermentation of food, include yeasts, bacteria, and moulds, which produce enzymes that catalyze the fermentation process.12 The biological degradation of the pesticides by microorganisms is dependent on the structure of the chemical (volatility, insolubility in water, and adsorption ability to matrix compounds) and some environmental parameters (temper- ature, pH, moisture, and light).13 Some lactic acid bacteria (LAB), belonging to Lactobacillus and Leuconostoc genera, can metabolize broad-spectrum synthetic insecticides, i.e., OPs, SPs, NEOs, by their esterase enzymes and/or using the insecticides as carbon and energy sources.14−21 Besides, LAB have gained a lot of interest due to their health benefits and are widely used as probiotics and starter cultures for fermented products because of their generally recognized as safe (GRAS) status.22 Biodegradation of pesticides is a promising technology because of its potential for the removal of residues from food and agricultural products.13 There are several trade preparations for table olives such as alkali-treated olives, natural olives, dehydrated/shrivelled olives, and olives darkened by oxidation.23,24 There is no scientific information about the effect of different handling and processing methods on pesticide residues in olives. This research was focused on natural black olives and dehydrated black olives techniques because of the increasing demand of Figure 1. Effects on degradation of imidiacloprid (IMI) in olive fruits consumers to chemical-free, natural, and minimally processed processed by different methods: crude olives (CO, control); food products. Natural black olives (NBOs) and dehydrated dehydrated and/or shrivelled black olives (DBO); natural black black olives (DBOs) are popular black table olive types. NBOs olives (NBO); natural black olives with Lactobacillus plantarum 112 are obtained by placing fruits directly in brine with 8−9% salt, (NBO112); and natural black olives with L. plantarum 123 with L. where they undergo complete or partial fermentation, and plantarum 123 (NBO123). preserved or not by the addition of acidifying agents.24 Traditional NBO production is a spontaneous fermentation day 60. But, in CO and DBO, a significant decrease in IMI process that relies upon microorganisms present in fresh fruits amounts was found on day 60 (F4,4 = 86.2, P < 0.01). and the processing environment. It is reported that the use of Nevertheless, these degradation rates in both CO and DBO suitable starter cultures in NBO processing may help to did not reach the rates of all NBO treatments. In addition, LAB standardize the fermentation, improve the microbiological inoculation into NBO did not affect the IMI amount (F16,16 = quality, and increase the lactic acid yield to provide table olives 25−28 29.2, P < 0.01) (Figure 1).of higher quality. On the other hand, DBOs are generally 24 Eight and 30 days after pollution with DEL, the insecticideobtained by partial dehydration in coarse salt. amount was significantly decreased in NBO, NBO112, and The aim of this simulation study was to compare the effects NBO123 (11−22% on day 8 and 54−57% on day 30) (F4,4 = of different olive processing methods (DBO, NBO) and LAB 82.9, P < 0.01). On days 8, 30, and 60, the DEL amounts in [NBO inoculated with lactic starter (NBOS)] on insecticide NBO, NBO112, and NBO123 treatments were significantly residues in the table olives polluted with DIM, DEL, and IMI. lower compared to those in both CO and DBO treatment (F4,4 = 180.2, P < 0.01). The reduction rates in NBO112 and 2. RESULTS NBO123 treatments were higher than those in NBO from day 2.1. Insecticide Residues. Changes in the IMI, DEL, and 8 to 30 (F16,16 = 13.4, P < 0.01) (Figure 2). DIM levels in crude olives (CO, control), DBO, NBO, NBO A significant amount of DIM was decomposed rapidly in with L. plantarum 112 (NBO112) and NBO with L. plantarum NBO, NBO112, and NBO123 treatments after 8 days (32− 123 (NBO123) are demonstrated in Figures 1−3. Eight days 37% reduction). After day 8, the reduction rates in NBO were after the pollution with IMI, the insecticide amount was significantly higher compared with those in CO and DBO significantly decreased in NBO, NBO112, and NBO123 treatment. The differences among DIM amounts in NBO, treatments (54, 51, and 61% reduction, respectively, F4,4 = NBO112, and NBO123 treatments were not significant (F4,4 = 335.26, P < 0.01). The degradation rates in DBO were not 197.9, P < 0.01). On day 60, a significantly large portion of the significantly different from those in CO. The highest IMI DIM amount (66−68%) was degraded in all NBO treatments residue was detected in CO, followed by DBO on day 8. A (F4,4 = 171.2, P < 0.01). However, time−treatment interactions significant lower IMI residue was measured in NBO112 on the were found to be significant. Residues in CO and DBO at same detection day. In NBO, NBO112, and NBO123 different time intervals were higher than those in all NBO treatments, there was no significant change from day 8 to treatments (F16,16 = 17.8, P < 0.01). Addition of starters (both 14165 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 ACS Omega http://pubs.acs.org/journal/acsodf Article Figure 3. Effects on degradation of dimethoate (DIM) in olive fruits processed by different methods: crude olives (CO, control); Figure 2. Effects on degradation of deltamethrin (DEL) in olive fruits dehydrated and/or shrivelled black olives (DBO); natural black processed by different methods: crude olives (CO, control); olives (NBO); natural black olives with L. plantarum 112 (NBO112); dehydrated and/or shrivelled black olives (DBO); natural black and natural black olives with L. plantarum 123 (NBO123). olives (NBO); natural black olives with L. plantarum 112 (NBO112); and natural black olives with L. plantarum 123 (NBO123). L. plantarum 112 and 123) to NBOs was not affected the DIM of the yeast cells was not affected by the starter addition in all residues (Figure 3). treatments with DIM (DIM F2,2 = 1.97, P = 0.16). The yeast 2.2. Microbiological Changes. The growth of mesophilic numbers were significantly varied depending on the observa- aerobic bacteria (MAB), yeasts and moulds (YM), enter- tion time (DEL F4,4 = 114.38, P < 0.01; DIM F4,4 = 26.62, P < obacteria (ENB) and LAB during NBO treatments in the 0.01, IMI F4,4 = 7.27, P < 0.01) in all trials. Although the presence of DEL, DIM, and IMI are shown in Figure 4. ENB highest yeast numbers were seen on the 15th day in all trials, growth was not detected in all treatments. For all insecticide no significant difference was detected between the treatments trials, a significant LAB growth (Figure 4) was detected in on this day. NBO treatments, which were inoculated with starters The growth of total MAB showed differences between NBO (NBO112 and NBO123), compared with their corresponding and NBOs with the addition of starter (Figure 4). Based on the spontaneously fermented NBO treatments (Figure 4; DEL F2,2 MANOVA test, the addition of both starters significantly = 700.49, P < 0.01; DIM F2,2 = 870.8, P < 0.01, IMI F2,2 = increased the number of MAB cells (DEL F2,2 = 197.49, P < 741.11, P < 0.01). The initial LAB concentration was between 0.01; DIM F2,2 = 189.53, P < 0.01, IMI F2,2 = 125.82, P < 6.89 and 7.86 cfu/mL, and there was a continuous LAB 0.01). The cell numbers in different observation times were existence during the whole process. No significant difference found to be significantly different (DEL F4,4 = 31.83, P < 0.01; was detected between NBO123 and NBO112 trials for all DIM F4,4 = 10.19, P < 0.01, IMI F4,4 = 7.43, P < 0.01) in all insecticides. The growth of LAB was decreased significantly treatments. Time−treatment interactions were found to be from day 0 to 7, but no difference was found between days 7 significant in all treatments (DEL F8,8 = 16.44, P < 0.01; DIM and 60, except for the NBO123 treatments of DIM and IMI F8,8 = 4.17, P < 0.01, IMI F8,8 = 2.73, P = 0.02). (DEL F4,4 = 4.74, P < 0.01; DIM F4,4 = 10.36, P < 0.01, IMI 2.3. pH Changes. The pH changes of NBO brines are F4,4 = 11.02, P < 0.01). demonstrated in Figure 5. Marked differences were observed There was evident yeast growth in all treatments during between the NBO and the starter-inoculated NBO in all trials (Figure 4), with initial cell numbers between 1.84 and pesticide-containing treatments. The pH decline (below 4) was 2.93 log cfu/mL. The yeast growth displayed fluctuations; significant in all starter-added treatments. In NBOs polluted however, at the end of 60 days, the number of yeasts reached with DEL and DIM, the pH was constantly higher than 4 higher levels (2.30−4.79 log cfu/mL) than their initial during the whole process, but in NBOs polluted with IM, the numbers in all treatments, except in NBO112 polluted with pH started to decrease after the 15th day and finally reached IMI. The results of the MANOVA test showed that the growth below pH 4. 14166 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 ACS Omega http://pubs.acs.org/journal/acsodf Article Figure 4. Mean microbial growth [mesophilic aerobic bacteria (MAB), lactic acid bacteria (LAB), yeast and moulds (YM)] in the presence of imidiacloprid (IMI), deltamethrin (DEL), and dimethoate (DIM) during different olive processing methods: natural black olives (NBO); natural black olives with L. plantarum 112 (NBO112); and natural black olives with L. plantarum 123 (NBO123). Figure 5. pH changes in the presence of imidiacloprid (IMI), deltamethrin (DEL), and dimethoate (DIM) during different olive processing methods: natural black olives (NBO); natural black olives with L. plantarum 112 (NBO112); and natural black olives with L. plantarum 123 (NBO123). 3. DISCUSSION those in DBO and CO. When olive fruits were polluted with In the present study, it has been demonstrated that insecticide DEL, DIM, and IMI, they were degraded by 11−22%, 32− degradation rates were found to be significantly higher in 37%, and 51−61% after a fermentation period of 8 days and NBO, NBO112, and NBO123 treatments compared with 53−61%, 66−68%, and 42−50% after a fermentation period of 14167 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 ACS Omega http://pubs.acs.org/journal/acsodf Article 60 days (optimum fermentation time), respectively, in NBO, compared with those without inoculation (NBO), the presence NBO112, and NBO123 treatments. In accordance with our of L. plantarum 112 and L. plantarum 123 did not affect the results, some researchers reported that fermentation generally insecticide degradation. Additionally, the trend of yeast cell causes a decrease in OPs and SPs levels in processed foods growth was related to insecticide degradation. The yeast cell such as cider, vinegar, kimchi (fermented Chinese cabbage), growth increased during the first 15 days, when the insecticides wheat, and skimmed milk.14,16,22,29−31 Similarly, DIM and were degraded rapidly. In a research by Randazzo et al. on DEL were degraded during the fermentations of wine, bread, fermented green olives, LAB and yeast populations were and yoghurt.32−34 It has been previously demonstrated that affected by the presence of copper.50 The yeast growth was some OPs and SPs, namely, chlorpyrifos, malathion, detected at the beginning of fermentation and was constant till methidathion, parathion, dimethoate, bifenthrin, deltametrin, the end of the process. This was in accordance with results of permethrin, and fenvalerate, degraded during the fermentation Ohshiro et al., who reported that the degradative role of the of some foods containing LAB and yeasts.16,22,34−37 Kawar et microorganisms accelerates in association with yeasts present al. showed that methidathion (OPs) and dimethoate levels in the medium.51 were degraded about 46 and 85%, respectively, in fermented wine after a fermentation period of 57 days.35 Moreover, 4. CONCLUSIONS Banna and Kawar demonstrated that the parathion (OPs) levels in cider and vinegar decreased about 70 and 80%, after a The degradation rates of three different insecticides did not fermentation period of 12 and 57 days, respectively.29 exceed 14% after 30 days in dry salted olive process. In Fatichenti et al. found that some SPs (deltamethrin, addition, the insecticide residues in the dry salted olives were permethrin, and fenvalerate) were almost totally degraded similar to those in the crude olive samples stored in the dark at with yeast (Saccharomyces cerevisiae) activity after a fermenta- room temperature. This can lead to a risk of high chemical tion period of 9 days.36 Cho et al. reported that chlorpyrifos residues during the consumption of the product. More than was degraded quickly with LAB activity within 3 days (83.3%) half of the chemical residues were degraded after 30 days in during Kimchi fermentation.16 olives polluted with three insecticides and processed in brine On the other hand, our study demonstrated that the under the same conditions, despite the insecticides having degradation rates in DBO were 1.5, 3.8, and 0% after 8 days different chemical structures. This shows that the brining and 14, 1.5, and 0% after 30 days (optimum consumption time process in black olives is a useful method for the reduction of for DBO), respectively, for DEL, DIM, and IMI. These insecticide residues. In fact, even if the LAB is inoculated unfavorable insecticide residues and their stabilities in DBO artificially to the brines, the effect of the inoculation on the processing may be caused by water loss during the dehydration pesticide degradation often does not change much. of olives under dark-room conditions.38 El Beit et al. revealed This research has shown that the consumption of dry salted that the pesticide levels did not change under acid conditions olives may cause a great risk when no attention is paid to or high salt concentrations.38 preharvest intervals and good agricultural practices. Thefermentation is generally used for improving the nutritional Pesticide degradations are dependent on several processing quality and shelf life of foods, in addition to its positive effects and environmental conditions such as temperature, light, 39−41 on the decontamination of chemical contaminants, such asmoisture, and pH. In general, OP, SP, and NEO pesticides. Although black olive brining accelerates the insecticides are stable in acidic pH and easily degraded in 38,42−44 degradation of the insecticides, this process, in which there isalkali pH. Some researchers found that IMI was slowly no ultraviolet light from the sun, is not fully successful in hydrolyzed and was stable between pH 4 and 9 when protected removing all insecticide residues by the end of fermentation. from light under sterile conditions. Hydrolysis was more rapid Therefore, good agricultural practices in olive orchards should under alkaline (up to pH 9) conditions.42,44 Generally, the pH be the first priority. becomes lower (≤4) during olive fermentations, which is similar to our results (Figure 5). Previous soil studies showed that the reason of insecticide degradation is both chemical 5. EXPERIMENTAL SECTION hydrolysis in alkaline pH and microbial activity.39,45,46 5.1. Chemicals and Reagents. The analytical standard Therefore, the degradation in the present study could be reagents, dimethoate [DIM; O,O-diethyl-O-3,5,6-trichloro-2- caused by microbial activity rather than hydrolysis due to the pyridyl phosphorothioate], deltamethrin [DEL; (S)-cyano-(3- acidic conditions in the medium. It was reported that some phenoxyphenyl)methyl] (1R,3R)-3-(2,2-dibromoethenyl)-2,2- microbial agents can metabolize insecticides by their esterase dimethylcyclopropane-1-carboxylate], and imidiacloprid [IMI; enzymes and using these compounds as carbon and energy (E)-1-(6-chloro-3-pyridylmethyl)-N-nitroimidazolidin-2-ylide- sources.39,47 It is well known that some bacteria can metabolize neamine], were purchased from Dr. Ehrenstorfer GmbH insecticides by their specific enzymes such as esterase.48 (Germany). Emulsifiable concentrate commercial substances Several studies have previously shown that many OPs, DIM (40 g/L Poligor, Hektas ̧ Company, Turkey), DEL (25 g/ including esters of phosphoric acid, could be hydrolyzed by L Deltharin, Hektas ̧ Company, Turkey), and IMI (350 g/L carboxylesterase and phosphotriesterase.11,18 In addition, some Confidor, Bayer Company, Germany) were also obtained from microbial agents (e.g., S. cerevisiae, L. plantarum, Lactobacillus manufacturers. All other reagents were analytical grade. Salts bulgaricus, Lactobacillus paracasei, Leuconostoc mesenteroides, used during olive processing were obtained from local markets. Lactobacillus brevis, Lactobacillus sakei, and Lactobacillus casei) 5.2. Olive Fruits. Olive fruits of “Gemlik” cv. were used OPs and SPs insecticides as carbon and energy sources in harvested at the black-ripe stage suitable for NBO and DBO some processed food media.15−17,20,21,49 In the current study, productions from an experimental olive orchard in Orhangazi activities of yeasts and bacteria were determined in NBO district of Bursa, Turkey, in 2018. None of the pesticides were treatments. Although significant LAB cell growth was found in applied to olive trees in this orchard during the growing black table olives inoculated with the two L. plantarum strains season, and the olive fruits were free from all pesticides. 14168 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 ACS Omega http://pubs.acs.org/journal/acsodf Article 5.3. Starter Microorganisms. Two L. plantarum strains (112 and 123) used in this research were previously isolated from the fermentation brines of NBO. Strains were identified by 16s rRNA technique and differentiated from other group members according to Torriani et al.52,53 L. plantarum strains were propagated in De Man, Rogosa, and Sharpe (MRS) broth at 30 °C. Eighteen to 24 h old test strains at a concentration of 108−109 cfu/mL were centrifuged at 10 000g, washed twice in sterile saline, and resuspended in brine.15 NBOSs were inoculated with strains at a final concentration of 107−108 cfu/mL. 5.4. Insecticide Pollution of Table Olives and Experimental Design. Crude olives of all treatments were homogeneously sprayed with commercial formulations of DIM, DEL, and IMI, separately, using a Potter precision spray tower at the 10 bar and 3 s settings (Burkard Manufacturing Co. Ltd., Rickmansworth, UK). The fruits were polluted at the following doses (DEL: 14 mg/L, DIM: 8.5 mg/L, and IMI: 7 mg/L), which are quite above the Maximum Residue Limits (MRL, DEL: 1.0 mg/L, DIM: 3.0 mg/L, and IMI: 0.5 mg/L) for olive products in European countries.5 The insecticide degradation changes were investigated by five different treatments: (i) CO, (ii) DBO, (iii) NBO, (iv) NBO112 and (v) NBO123. All of the treatments and analyses were done in triplicate, and all jars and bottles were kept at room temperature (Table 1). 5.5. Monitoring the Growth of Test Strains. Brine samples were microbiologically analyzed at regular intervals for MAB, LAB, ENB, and YM.54,55 Enumeration of micro- organisms was carried out using a spiral plating system (Easy Spiral, Interscience, France). Appropriate dilutions were plated on Plate Count Agar, MRS Agar, and Oxytetracycline Glucose Yeast Extract Agar (Merck KGaA, Darmstadt, Germany) for MAB, LAB, and YM, respectively, and incubated at 30 °C for 48 h. Violet Red Bile Glucose Agar (Merck KGaA, Darmstadt, Germany) was used for the enumeration of ENB and incubated at 35 °C for 48 h. The curves of cell growth for each microbial group were plotted using Excel program of Windows. 5.6. Monitoring the pH. The pH of all NBO treatments was monitored periodically in brines with a pH 315i model (WTW, Germany) pHmeter. 5.7. Insecticide Extraction Procedure. Samples from all experiments (60 g) were crushed and homogenized, and aliquots of 15 g of each were used for extraction and analysis for pesticides. Extraction and partition of insecticides were done with the Quick, Easy, Cheap, Effective, Rugged, and Safe (QuEChERS) method based on the manufacturer’s instruc- tions.56 Briefly, each homogenized olive sample was put in a 50 mL polypropylene centrifuge tube and then added with 10 mL of acetonitrile (containing 1% acetic acid). The tubes were hand-shaken vigorously for 1 min. Then, the tubes were added with 6 g of anhydrous MgSO4 and 1.5 g of sodium acetate (NaAc), shaken vigorously for 1 min, and centrifuged at 5000 rpm for 2 min. After that, 8 mL of the supernatant was collected from each tube and transferred into a 15 mL falcon tube containing 1200 mg of anhydrous MgSO4, 400 mg of PSA, and 400 mg of C18. The tubes were mixed with a vortex for 30 sn and then centrifuged at 5000 rpm for 2 min. Lastly, 1 mL of supernatant from each tube was transferred into glass autosampler vials for further liquid chromatography with tandem mass spectrometry (LC-MS-MS) analysis. 14169 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 Table 1. Experimental Design, Treatments, and Conditions sample insecticides sample name code treatments & conditions for each insecticide crude olives, Control CO 60 g of crude olives were sprayed with insecticides, put into 105 mL volume glass jars without any treatment, and kept at room temperature (DIM, DEL, and IMI) dehydrated black olives DBO 60 g of crude olives were sprayed with insecticides, put in 190 mL volume glass jars with 12 g of coarse salt (20%), mixed effectually, and kept at room temperature natural black olives NBO 60 g of crude olives were sprayed with insecticides, put into 105 mL volume glass jars in brines containing 6% salt immediately after harvest, and allowed to ferment spontaneously at room temperature natural black olives with NBO112 60 g of crude olives were sprayed with insecticides, put into 105 mL volume glass jars in brines containing 6% salt immediately after harvest, inoculated with L. plantarum 112 L. plantarum 112 at a final concentration of 107−108 cfu/mL, and allowed to ferment at room temperature natural black olives with NBO123 60 g of crude olives were sprayed with insecticides, put into 105 mL volume glass jars in brines containing 6% salt immediately after harvest, inoculated with L. plantarum 123 L. plantarum 123 at a final concentration of 107−108 cfu/mL, and allowed to ferment at room temperature ACS Omega http://pubs.acs.org/journal/acsodf Article 5.8. LC-MS-MS Analysis. Concentrations of DIM, DEL, OUAP(Z)-2015/9. Authors also thank Gulden Hazarhun for and IMI were measured using Agilent Technologies 6470 technical assistance during pesticide analyses. There is no Triple Quad Liquid-Mass Spectrometry (Agilent, Santa Clara, conflict of interest about this research. Aysegul Yildirim CA). Choromatographic separation was achieved by gradient Kumral designed and set up the experiments, Nabi Alper elution using an Agilent Poroshell SB-C18 column (3 × 100 Kumral performed insecticide pollution and the data analyses, mm × 2.7 μm). One microliter of filtrate was injected into the Aysegul Yildirim Kumral, Busra Maden, and Buse Artik LC-MS-MS. The mobile phase consisted of A, water at 0.1% performed the microbial tests, Nabi Alper Kumral and Aysenur formic acid with 1 mM of ammonium formate, and B, Kolcu made pesticide analysis, and all authors contributed in methanol. The gradient program was as follows: 0−0.5 min writing, reading, and approving the manuscript. 70% A, 0.5−8 min 70% A, 8−12.5 min 5% A, 12.5−12.6 min 5% A, and 12.6−15.0 min 70% A. The mobile phase flow rate ■ REFERENCES was 0.52 mL/min. The detection by mass spectrophotometer (1) Gonzaĺez-Rodríguez, R. M.; Rial-Otero, R.; Cancho-Grande, B.; (MS) was carried out in multiple reactions monitoring (MRM) Gonzalez-Barreiro, C.; Simal-Gańdara, J. A review on the fate of and the source was electrospray ionization (ESI) in a positive pesticides during the processes within the food-production chain. Crit. mode. The gas flow was 10 psi; gas capillary voltage was 3600 Rev. Food Sci. Nutr. 2011, 51, 99−114. V, source temperature was set at 100 °C. The validation (2) Kovanci, B.; Kumral, N. A. In Insect Pests in Olive Groves of Bursa studies (linearity, mean recovery, precision, and specificity) (Turkey), Presented at V. International Symposium on Olive were performed with pesticide-free olive samples according to Growing; Izmir, Turkey, Sep 27−Oct 2, 2004. the European Commission DG Health and Food Safety (3) Tzanakakis, M. Seasonal development and dormancy of insects Guidelines SANTE/11813/2017.57 Calibration curves of the and mites feeding on olive: a review. Neth. J. Zool. 2003, 52, 87−224. insecticides were prepared in triplicate at seven concentrations (4) FAO (Food and Agriculture Organization of the UnitedNations). Statistical Database. http://faostat.fao.org (accessed (from 0.02 to 2 mg/L). The correlation coefficient (R2) of the March 13, 2020). calibration curves obtained for all the compounds were ≥0.99. (5) EU (European Commission). Pesticides Database. http://ec. Mean recovery and precision were achieved by analyzing the europa.eu/food/plant/pesticides.en (accessed March 13, 2020). spiked olive samples at 0.002 mg/L concentration. The limits (6) Republic of Turkey, Ministry of Food, Agriculture and Livestock, of detection (LODs) and limits of quantitation (LOQs, in Plant Protection Products Database. https://bku.tarim.gov.tr/Arama/ olive matrix) for DIM, DEL, and IMI were 0.0022, 0.0026, and Index (accessed March 13, 2020). 0.0024 and 0.0032, 0.0023, and 0.0029 mg/L, respectively. (7) University of Hertfordshire, Agricultural Substances Databases: The average recoveries for DIM, DEL, and IMI at levels of Background and Support Information. https://sitem.herts.ac.uk/ 0.002−0.05 mg/kg were 70.5, 70.0, and 100.5%, respectively, aeru/ppdb/en/docs/2_5eco.pdf (accessed March 13, 2020). with repeatability and reproducibility ≤5.81%. (8) Simon, J. Y. The Toxicology and Biochemistry of Insecticides; CRCPress: London, 2014; pp 231−250. 5.9. Statistical Analysis. Repeated measured variance (9) Roberts, T. R.; Hutson, D. H.; Lee, P. W.; Nicholls, P. H.; analysis (MANOVA) was performed on mean values for each Plimmer, J. R. Metabolic Pathways of Agrochemicals Part 2 Insecticides observation time. The effects of time and processing method and Fungicides; Royal Society of Chemistry: Cambridge, UK, 1999; pp and interaction of both factors were analyzed with the fit 1−1476. model of SAS. Then, posthoc testing (P < 0.05) of multiple (10) Cycon,́ M.; Zmijowska, A.; Piotrowska-Seget, Z. Enhancement comparisons was performed by Tukey test.58 of deltamethrin degradation by soil bioaugmentation with two different strains of Serratia marcescens. Int. J. Environ. Sci. Technol. ■ AUTHOR INFORMATION 2014, 11, 1305−1316. Corresponding Author (11) Bajwa, U.; Sandhu, K. S. Effect of handling and processing on − pesticide residues in food - a review. J. Food Sci. Technol. 2014, 51,Aysegul Yildirim Kumral Department of Food Engineering, 201−220. Faculty of Agriculture, Bursa Uludag University, 16059 Bursa, (12) Paredes-Loṕez, O.; Gonzalez-Casteneda, J.; Carabenz-Trejo, A. Turkey; orcid.org/0000-0002-3550-7181; Influence of solid substrate fermentation on the chemical Email: ayseguly@uludag.edu.tr composition. J. Ferment. Bioeng. 1991, 71, 58−62. (13) Regueiro, J.; Lopez-Fernandez, O.; Rial-Otero, R.; Cancho- Authors Grande, B.; Simal-Gańdara, J. A. Review on the fermentation of foods Nabi Alper Kumral − Department of Plant Protection, Faculty and the residues of pesticides - biotransformation of pesticides and of Agriculture, Bursa Uludag University, 16059 Bursa, Turkey effects on fermentation and food quality. Crit. Rev. Food Sci. Nutr. Aysenur Kolcu − Department of Plant Protection, Faculty of 2015, 55, 839−863. Agriculture, Bursa Uludag University, 16059 Bursa, Turkey (14) Choi, Y. J.; Miguez, C. B.; Lee, B. H. Characterization and Busra Maden − Department of Food Engineering, Faculty of heterologous gene expression of a novel esterase from Lactobacillus Agriculture, Bursa Uludag University, 16059 Bursa, Turkey casei CL96. Appl. Environ. Microbiol. 2004, 70, 3213−3221. Buse Artik − Department of Food Engineering, Faculty of (15) Cho, K. M.; Math, R. K.; Islam, S. M.; Lim, W. J.; Hong, S. Y.; Kim, J. M.; Yun, M. G.; Cho, J. J.; Yun, H. D. Biodegradation of Agriculture, Bursa Uludag University, 16059 Bursa, Turkey chlorpyrifos by lactic acid bacteria during kimchi fermentation. J. Complete contact information is available at: Agric. Food Chem. 2009, 57, 1882−1889. https://pubs.acs.org/10.1021/acsomega.0c01907 (16) Islam, S. M. A.; Math, R. K.; Cho, K. M.; Lim, W. J.; Hong, S. Y.; Kim, J. M.; Yun, M. G.; Cho, J. J.; Yun, H. D. Organophosphorus Notes hydrolase (OpdB) of Lactobacillus brevis WCP902 from kimchi is able The authors declare no competing nancial interest. to degrade organophosphorus pesticides. J. Agric. Food Chem. 2010,fi 58, 5380−5386. ■ ACKNOWLEDGMENTS (17) Kumral, A. Y.; Kumral, N. A. In Decontamination of Insecticidesby Lactic Acid Bacteria, Presented at 24. International Scientific- This project was supported by Bursa Uludag University, Expert-Conference of Agriculture and Food Industry; Sarajevo, Scientific Research Unit, Bursa, Turkey, Grant Project No. Bosnia and Herzegovina, Sep 25−28, 2013. 14170 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 ACS Omega http://pubs.acs.org/journal/acsodf Article (18) Kumral, A. Y.; Kumral, N. A. In A Preliminary Study for the relation to malolactic fermentation. J. Agric. Food Chem. 2005, 53, Survival of Different Lactobacillus plantarum Strains in Mineral Salt 3023−3026. Medium with Chlorpyrifos and Deltamethrin, Presented at 25. (38) El Beit, I. O. D.; Wheelock, J. V.; Cotton, D. E. Factors International-Scientific-Expert Congress on Agriculture and Food influencing the degradation of dimethoate in soils and solutions. Int. J. Industry; Izmir, Turkey, 2014. Environ. Stud. 1978, 11, 253−260. (19) Kumral, A. Y.; Kumral, N. A.; Gurbuz, O. Chlorpyrifos and (39) Aislabie, J.; Lloyd-Jones, G. A review of bacterial degradation of deltamethrin degradation potentials of two Lactobacillus plantarum pesticides. Soil Res. 1995, 33, 925−942. strains. Turk. Entomol Derg. 2020, 44, 165−176. (40) Oliva, J.; Cermeno, S.; Camara, M. A.; Martínez, G.; Barba, A. (20) Zhao, X.-H.; Wang, J. A brief study on the degradation kinetics Disappearance of six pesticides in fresh and processed zucchini, of seven organophosphorus pesticides in skimmed milk cultured with bioavailability and health risk assessment. Food Chem. 2017, 229, Lactobacillus spp. at 42 °C. Food Chem. 2012, 131, 300−304. 172−177. (21) Dorđevic,́ T. M.; Siler-Marinkovic, S. S.; Durovic, R. D.; (41) Oliva, J.; Paya, P.; Camara, M. A.; Barba, A. Removal of Dimitrijevic-Brankovic, S. I.; Gajic Umiljendic, J. S. Stability of the famoxadone, fluquinconazole and trifloxystrobin residues in red pyrethroid pesticide bifenthrin in milled wheat during thermal wines: effects of clarification and filtration processes. J. Environ. Sci. processing, yeast and lactic acid fermentation, and storage. J. Sci. Health, Part B 2007, 42, 775−781. Food Agric. 2013, 93, 3377−3383. (42) Zheng, W.; Liu, W. Kinetics and mechanisms of the hydrolysis (22) Maragkoudakis, P. A.; Zoumpopoulou, G.; Miaris, C.; of imidacloprid. Pestic. Sci. 1999, 55, 482−485. Kalantzopoulos, G.; Pot, B.; Tsakalidou, E. Probiotic potential of (43) Dikshit, A. K. Stability of deltamethrin on pulses during storage Lactobacillus strains isolated from dairy products. Int. Dairy J. 2006, and the effect of processing. Pestic. Res. J. 2002, 14, 40−46. 16, 189−199. (44) Krohn, J.; Hellpointner, E. Environmental fate of imidacloprid. (23) Garcia, E.; Luh, B. S.; Martin, H. Olives. In Processing Fruits: Pflanzenschutz-Nachr. Bayer 2002, 55, 1−26. Science and Technology; Barret Somogyi, L. P.; Ramaswamy, S. H., (45) Lakshmi, C. V.; Kumar, M.; Khanna, S. Biotransformation of Eds.; CRC Press: Florida, 2005; pp 751−754. chlorpyrifos and bioremediation of contaminated soil. Int. Biodeterior. (24) Codex Standard for Table Olives 66-1981. Codex Alimentarius. Biodegrad. 2008, 62, 204−209. > input > download > standards www.fao.org (accessed March 13, (46) Farghaly, M. F. M.; Zayed, S. M.; Soliman, S. M. Deltamethrin 2020). degradation and effects on soil microbial activity. J. Environ. Sci. (25) Panagou, E. Z.; Schillinger, U.; Franz, C. M. A. P.; Nychas, G. J. Health, Part B 2013, 48, 575−581. E. Microbiological and biochemical profile of cv. Conservolea (47) Singh, B. K.; Walker, A. Microbial degradation of organo- naturally black olives during controlled fermentation with selected phosphorus compounds. FEMS Microbiol. Rev. 2006, 30, 428−471. (48) Cycon,́ M.; Wojcik, M.; Piotrowska-Seget, Z. Biodegradation of strains of lactic acid bacteria. Food Microbiol. 2008, 25, 348−358. (26) Gardner, N. J.; Savard, T.; Obermeier, P.; Caldwell, G.; the organophosphorus insecticide diazinon by Serratia sp. and Pseudomonas sp. and their use in bioremediation of contaminated Champagne, C. P. Selection and characterization of mixed starter soil. Chemosphere 2009, 76, 494−501. cultures for lactic acid fermentation of carrot, cabbage, beet and onion − (49) Angioni, A.; Garau, A.; Caboni, P.; Russo, M. T.; Farris, G. A.;vegetable mixtures. Int. J. Food Microbiol. 2001, 64, 261 275. Zara, S.; Cabras, P. Gas chromatographic ion trap mass spectrometry (27) Nychas, G. J. E.; Panagou, E. Z.; Parker, M. L.; Waldron, K. W.; determination of zoxamide residues in grape, grape processing, and in Tassau, C. C. Microbial colonization of naturally black olives during the fermentation process. J. Chromatogr. A 2005, 1097, 165−170. fermentation and associated biochemical activities in the cover brine. (50) Randazzo, C. L.; Fava, G.; Tomaselli, F.; Romeo, F. V.; Lett. Appl. Microbiol. 2002, 34, 173−177. Pennino, G.; Vitello, E.; Caggia, C. Effect of kaolin and copper based (28) Leal-Sańchez, M. V.; Ruiz-Barba, J. L.; Sańchez, A. H.; Rejano, products and of starter cultures on green table olive fermentation. L.; Jimenez-Diaz, R.; Garrido, A. Fermentation profile and Food Microbiol. 2011, 28, 910−919. optimization of green olive fermentation using Lactobacillus plantarum (51) Ohshiro, K.; Kakuta, T.; Sakai, T.; Hirota, H.; Hoshino, T.; LPCO10 as a starter culture. Food Microbiol. 2003, 20, 421−430. Uchiyama, T. Biodegradation of organophosphorous insecticides by (29) Banna, A. A.; Kawar, N. S. Behavior of parathion in apple juice bacteria isolated from turf green oil. J. Ferment. Bioeng. 1996, 82, 299− processed into cider and vinegar. J. Environ. Sci. Health, Part B 1982, 305. 17, 505−514. (52) Kumral, A.; Korukluoglu, M.; Romero, C.; De Castro, A.; Ruiz- (30) Yun, S. J. The change of residual chlorpyrifos during Barba, J. L.; Brenes, M. Phenolic inhibitors involved in the natural fermentation of kimchi. Korean J. Food Sci. Technol. 1989, 21, 590− fermentation of Gemlik cultivar black olives. Eur. Food Res. Technol. 594. 2013, 236, 101−107. (31) Zhou, X. W.; Zhao, X. H. Susceptibility of nine organo- (53) Torriani, S.; Felis, G. E.; Dellaglio, F. Differentiation of phosphorus pesticides in skimmed milk towards inoculated lactic acid Lactobacillus plantarum, L. pentosus, and L. paraplantarum by recA bacteria and yogurt starters. J. Sci. Food Agric. 2015, 95, 260−266. gene sequence analysis and multiplex PCR assay with recA gene- (32) Cabras, P.; Angioni, A. Pesticide residues in grapes, wine, and derived primers. Appl. Environ. Microbiol. 2001, 67, 3450−3454. their processing products. J. Agric. Food Chem. 2000, 48, 967−972. (54) Özay, G.; Borcaklı, M. Effect of brine replacement and salt (33) Sharma, J.; Satya, S.; Kumar, V.; Tewary, D. K. Dissipation of concentration on the fermentation of naturally black olives. Food Res. pesticides during bread-making. Chem. Health Saf. 2005, 12, 17−22. Int. 1995, 28, 553−559. (34) Bo, L. Y.; Zhang, Y. H.; Zhao, X. H. Degradation kinetics of (55) Tassou, C. C.; Panagou, E. Z.; Katsaboxakis, K. Z. seven organophosphorus pesticides in milk during yoghurt processing. Microbiological and physicochemical changes of naturally black olives J. Serb. Chem. Soc. 2011, 76, 353−362. fermented at different temperatures and NaCl levels in the brines. (35) Kawar, N. S.; Iwata, Y.; Dusch, M. E.; Gunther, F. A. Behavior Food Microbiol. 2002, 19, 605−615. of dialifor, dimethoate and methidathion in artificially fortified grape (56) Agilent Quechers Selection Guide. https://www.agilent.com/ juice processed into wine. J. Environ. Sci. Health, Part B 1979, 14, cs/library/selectionguide/public/5990-8590EN.pdf (accessed Dec, 505−513. 2019). (36) Fatichenti, F.; Farris, G. A.; Deiana, P.; Cabras, P.; Meloni, M.; (57) SANTE/11813/2017. Guidance Document on Analytical Pirisi, F. M. The effect of Saccharomyces cerevisiae on concentration of Quality Control and Method validation Procedures for Pesticides dicarboximide and acylamide fungicides and pyrethroid insecticides Residues Analysis in Food and Feed. European Commission during fermentation. Appl. Microbiol. Biotechnol. 1984, 20, 419−421. Directorate-General for Health and Food Safety. (rev.0). https://ec. (37) Ruediger, G. A.; Pardon, K. H.; Sas, A. N.; Godden, P. W.; europa.eu/food/sites/food/files/plant/docs/pesticides_mrl_ Pollnitz, A. P. Fate of pesticides during the winemaking process in guidelines_wrkdoc_2017-11813.pdf (accessed Dec, 2019). 14171 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172 ACS Omega http://pubs.acs.org/journal/acsodf Article (58) JMP version 7.0.2. SAS Institute: Cary, NC, 2007. 14172 https://dx.doi.org/10.1021/acsomega.0c01907 ACS Omega 2020, 5, 14164−14172